In the dynamic landscape of cyber threats, ethical hackers are critical in identifying vulnerabilities and strengthening defenses. Python, with its robustness, emerges as a powerful tool for crafting automated exploits and performing comprehensive security assessments. Moreover, the integration of AI+ techniques into ethical hacking amplifies threa